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42 Commits

Author SHA1 Message Date
release-please[bot]
c934d7adfd chore(main): release 0.15.0 (#1351) 
🤖 I have created a release *beep* *boop*
---


##
[0.15.0](https://github.com/googleapis/genai-toolbox/compare/v0.14.0...v0.15.0)
(2025-09-18)


### ⚠ BREAKING CHANGES

* **prebuilt:** update prebuilt tool names to use consistent guidance
([#1421](https://github.com/googleapis/genai-toolbox/issues/1421))
* **tools/alloydb-wait-for-operation:** Add `alloydb-admin` source to
`alloydb-wait-for-operation` tool
([#1449](https://github.com/googleapis/genai-toolbox/issues/1449))

### Features

* Add AlloyDB admin source
([#1369](https://github.com/googleapis/genai-toolbox/issues/1369))
([33beb71](33beb7187d))
* Add Cloud monitoring source and tool
([#1311](https://github.com/googleapis/genai-toolbox/issues/1311))
([d661f53](d661f5343f))
* Add YugabyteDB Source and Tool
([#732](https://github.com/googleapis/genai-toolbox/issues/732))
([664711f](664711f4b3))
* **prebuilt:** Update default values for prebuilt tools
([#1355](https://github.com/googleapis/genai-toolbox/issues/1355))
([70e832b](70e832bd08))
* **prebuilt/cloud-sql:** Add list instances tool for cloudsql
([#1310](https://github.com/googleapis/genai-toolbox/issues/1310))
([0171228](01712284b4))
* **prebuilt/cloud-sql:** Add cloud sql create database tool.
([#1453](https://github.com/googleapis/genai-toolbox/issues/1453))
([a1bc044](a1bc04477b))
* **prebuilt/cloud-sql:** Add `cloud-sql-get-instances` tool
([#1383](https://github.com/googleapis/genai-toolbox/issues/1383))
([77919c7](77919c7d8e))
* **prebuilt/cloud-sql:** Add create user tool for cloud sql
([#1406](https://github.com/googleapis/genai-toolbox/issues/1406))
([3a6b517](3a6b51752f))
* **prebuilt/cloud-sql:** Add list databases tool for cloud sql
([#1454](https://github.com/googleapis/genai-toolbox/issues/1454))
([e6a6c61](e6a6c615d5))
* **prebuilt/cloud-sql:** Package cloud sql tools
([#1455](https://github.com/googleapis/genai-toolbox/issues/1455))
([bf6266b](bf6266ba11))
* **prebuilt/cloud-sql-mssql:** Add create instance tool for mssql
([#1440](https://github.com/googleapis/genai-toolbox/issues/1440))
([b176523](b17652309d))
* **prebuilt/cloud-sql-mysql:** Add create instance tool for Cloud SQL
MySQL ([#1434](https://github.com/googleapis/genai-toolbox/issues/1434))
([15b628d](15b628d2d2))
* **prebuilt/cloud-sql-mysql:** Add env var support for IP Type
([#1232](https://github.com/googleapis/genai-toolbox/issues/1232))
([#1347](https://github.com/googleapis/genai-toolbox/issues/1347))
([0cd3f16](0cd3f16f87))
* **prebuilt/cloudsqlpg:** Add cloud sql pg create instance tool
([#1403](https://github.com/googleapis/genai-toolbox/issues/1403))
([d302499](d30249961b))
* **prebuilt/mysql:** Add a new tool to show query plan of a given query
in MySQL
([#1474](https://github.com/googleapis/genai-toolbox/issues/1474))
([1a42e05](1a42e05675))
* **prebuilt/mysql:** Add `queryParams` field in MySQL prebuilt config
([#1318](https://github.com/googleapis/genai-toolbox/issues/1318))
([4b32c2a](4b32c2a770))
* **prebuilt/neo4j:** Add prebuiltconfig support for neo4j
([#1352](https://github.com/googleapis/genai-toolbox/issues/1352))
([f819e26](f819e26443))
* **prebuilt/observability:** Add cloud sql observability tools
([#1425](https://github.com/googleapis/genai-toolbox/issues/1425))
([236be89](236be89961))
* **prebuilt/postgres:** Add postgres prebuilt tools
([#1473](https://github.com/googleapis/genai-toolbox/issues/1473))
([edca9dc](edca9dc7d7))
* **prebuilt/sqlite:** Prebuilt tools for the sqlite.
([#1227](https://github.com/googleapis/genai-toolbox/issues/1227))
([681c2b4](681c2b4f3a))
* **source/alloydb-admin:** Add user agent and attach alloydb api in
`alloydb-admin` source
([#1448](https://github.com/googleapis/genai-toolbox/issues/1448))
([9710014](971001400f))
* **source/bigquery:** Add support for datasets selection
([#1313](https://github.com/googleapis/genai-toolbox/issues/1313))
([aa39724](aa3972470f))
* **source/cloud-monitoring:** Add support for user agent in cloud
monitoring source
([#1472](https://github.com/googleapis/genai-toolbox/issues/1472))
([92680b1](92680b18d6))
* **source/cloud-sql-admin:** Add User agent and attach sqldmin in
`cloud-sql-admin` source.
([#1441](https://github.com/googleapis/genai-toolbox/issues/1441))
([56b6574](56b6574fc2))
* **source/cloudsqladmin:** Add cloud sql admin source
([#1408](https://github.com/googleapis/genai-toolbox/issues/1408))
([4f46782](4f46782927))
* **tool/cloudsql:** Add cloud sql wait for operation tool with
exponential backoff
([#1306](https://github.com/googleapis/genai-toolbox/issues/1306))
([3aef2bb](3aef2bb7be))
* **tools/alloydb-create-cluster:** Add custom tool kind for AlloyDB
create cluster
([#1331](https://github.com/googleapis/genai-toolbox/issues/1331))
([76bb876](76bb876d54))
* **tools/alloydb-create-instance:** Add new custom tool kind for
AlloyDB
([#1379](https://github.com/googleapis/genai-toolbox/issues/1379))
([091cd9a](091cd9aa1a))
* **tools/alloydb-create-user:** Add new custom tool kind for AlloyDB
create user
([#1380](https://github.com/googleapis/genai-toolbox/issues/1380))
([ab3fd26](ab3fd261af))
* **tools/alloydb-get-cluster:** Add new tool for AlloyDB
([#1420](https://github.com/googleapis/genai-toolbox/issues/1420))
([c181dab](c181dabc91))
* **tools/alloydb-get-instance:** Add new for AlloyDB
([#1435](https://github.com/googleapis/genai-toolbox/issues/1435))
([f2d9e3b](f2d9e3b579))
* **tools/alloydb-get-user:** Add new tool for AlloyDB
([#1436](https://github.com/googleapis/genai-toolbox/issues/1436))
([677254e](677254e6d9))
* **tools/alloydb-list-cluster:** Add custom tool kind for AlloyDB
([#1319](https://github.com/googleapis/genai-toolbox/issues/1319))
([d4a9eb0](d4a9eb0ce2))
* **tools/alloydb-list-instances:** Add custom tool kind for AlloyDB
([#1357](https://github.com/googleapis/genai-toolbox/issues/1357))
([93c1b30](93c1b30fce))
* **tools/alloydb-list-users:** Add new custom tool kind for AlloyDB
([#1377](https://github.com/googleapis/genai-toolbox/issues/1377))
([3a8a65c](3a8a65ceaa))
* **tools/bigquery-analyze-contribution:** Add analyze contribution tool
([#1223](https://github.com/googleapis/genai-toolbox/issues/1223))
([81d239b](81d239b053))
* **tools/bigquery-conversational-analytics:** Add allowed datasets
support
([#1411](https://github.com/googleapis/genai-toolbox/issues/1411))
([345bd6a](345bd6af52))
* **tools/bigquery-search-catalog:** Add new tool to BigQuery
([#1382](https://github.com/googleapis/genai-toolbox/issues/1382))
([bffb39d](bffb39dea3))
* **tools/bigquery:** Add `useClientOAuth` to BigQuery prebuilt source
config
([#1431](https://github.com/googleapis/genai-toolbox/issues/1431))
([fe2999a](fe2999a691))
* **tools/clickhouse-list-databases:** Add `list-databases` tool to
clickhouse source
([#1274](https://github.com/googleapis/genai-toolbox/issues/1274))
([e515d92](e515d9254f))
* **tools/firestore-get-rules:** Add `databaseId` to the Firestore
source and `firestore-get-rules` tool
([#1505](https://github.com/googleapis/genai-toolbox/issues/1505))
([7450482](7450482bb2))
* **tools/firestore:** Add `firestore-query` tool
([#1305](https://github.com/googleapis/genai-toolbox/issues/1305))
([cce602f](cce602f280))
* **tools/looker:** Query tracking for MCP Toolbox in Looker System
Activity views
([#1410](https://github.com/googleapis/genai-toolbox/issues/1410))
([2036c8e](2036c8efd2))
* **tools/mssql-list-tables:** Add new tool for sql server
([#1433](https://github.com/googleapis/genai-toolbox/issues/1433))
([b036047](b036047a21))
* **tools/mysql-list-active-queries:** Add a new tool to list ongoing
queries in a MySQL instance
([#1471](https://github.com/googleapis/genai-toolbox/issues/1471))
([ed54cd6](ed54cd6cfd))
* **tools/mysql-list-table-fragmentation:** Add a new tool to list table
fragmentation in a MySQL instance
([#1479](https://github.com/googleapis/genai-toolbox/issues/1479))
([fe651d8](fe651d822f))
* **tools/mysql-list-tables-missing-index:** Add a new tool to list
tables that do not have primary or unique keys in a MySQL instance
([#1493](https://github.com/googleapis/genai-toolbox/issues/1493))
([9eb821a](9eb821a6dc))
* **tools/mysql-list-tables:** Add new tool for MySQL
([#1287](https://github.com/googleapis/genai-toolbox/issues/1287))
([6c8460b](6c8460b0e5))
* **tools/postgres-list-active-queries:** Add new
`postgres-list-active-queries` tool
([#1400](https://github.com/googleapis/genai-toolbox/issues/1400))
([b2b06c7](b2b06c72c2))
* **tools/postgres-list-tables:** Add new tool to postgres source
([#1284](https://github.com/googleapis/genai-toolbox/issues/1284))
([71f360d](71f360d315))
* **tools/spanner-list-tables:** Add new tool `spanner-list-tables`
([#1404](https://github.com/googleapis/genai-toolbox/issues/1404))
([7d384dc](7d384dc28f))


### Bug Fixes

* **bigquery:** Add `Bearer` parsing to auth token
([#1386](https://github.com/googleapis/genai-toolbox/issues/1386))
([b5f9780](b5f9780a59))
* **source/alloydb-admin, source/cloudsql-admin:** Post append new user
agent ([#1494](https://github.com/googleapis/genai-toolbox/issues/1494))
([30f1d3a](30f1d3a983))
* **tools/alloydb:** Update parameter names and set default description
for AlloyDB control plane tools
([#1468](https://github.com/googleapis/genai-toolbox/issues/1468))
([6c140d7](6c140d718a))
* **tools/bigquery-conversational-analytics:** Fix authentication scope
error in Cloud Run
([#1381](https://github.com/googleapis/genai-toolbox/issues/1381))
([80b7488](80b7488ad2))
* **tools/mysql-list-tables:** Update `mysql-list-tables` table_names
parameter with default value
([#1439](https://github.com/googleapis/genai-toolbox/issues/1439))
([da24661](da246610e1))
* **tools/neo4j:** Implement value conversion for Neo4j types to
JSON-compatible
([#1428](https://github.com/googleapis/genai-toolbox/issues/1428))
([4babc4e](4babc4e11b))
---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-09-18 17:31:00 -07:00
Yuan Teoh
3d8a041782 docs: fix docs linting (#1520) 2025-09-18 16:30:46 -07:00
Twisha Bansal
ad53fb4460 chore: remove placeholder project id (#1367) 
## Description
Remove placeholder `project-id` to error out when user does not enter
their project id.

## PR Checklist
> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [ ] Make sure to open an issue as a

[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [ ] Ensure the tests and linter pass
- [ ] Code coverage does not decrease (if any source code was changed)
- [ ] Appropriate docs were updated (if necessary)
- [ ] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #<issue_number_goes_here>
 2025-09-08 14:55:47 +05:30
release-please[bot]
4f022b6700 chore(main): release 0.14.0 (#1261) 
🤖 I have created a release *beep* *boop*
---


##
[0.14.0](https://github.com/googleapis/genai-toolbox/compare/v0.13.0...v0.14.0)
(2025-09-05)


### ⚠ BREAKING CHANGES

* **bigquery:** Move `useClientOAuth` config from tool to source
([#1279](https://github.com/googleapis/genai-toolbox/issues/1279))
([8d20a48](8d20a48f13))
* **tools/bigquerysql:** remove `useClientOAuth` from tools config
([#1312](https://github.com/googleapis/genai-toolbox/issues/1312))

### Features

* **clickhouse:** Add ClickHouse Source and Tools
([#1088](https://github.com/googleapis/genai-toolbox/issues/1088))
([75a04a5](75a04a55dd))
* **prebuilt/alloydb-postgres:** Support ipType and IAM users
([#1324](https://github.com/googleapis/genai-toolbox/issues/1324))
([0b2121e](0b2121ea72))
* **server/mcp:** Support toolbox auth in mcp
([#1140](https://github.com/googleapis/genai-toolbox/issues/1140))
([ca353e0](ca353e0b66))
* **source/mysql:** Support `queryParams` in MySQL source
([#1299](https://github.com/googleapis/genai-toolbox/issues/1299))
([3ae2526](3ae2526e0f))
* **tools/bigquery:** Support end-user credential passthrough on
multiple BQ tools
([#1314](https://github.com/googleapis/genai-toolbox/issues/1314))
([88f4b30](88f4b3028d))
* **tools/looker:** Add description for looker-get-models tool
([#1266](https://github.com/googleapis/genai-toolbox/issues/1266))
([89af3a4](89af3a4ca3))
* **tools/looker:** Authenticate via end user credentials
([#1257](https://github.com/googleapis/genai-toolbox/issues/1257))
([8755e3d](8755e3db34))
* **tools/looker:** Report field suggestions to agent
([#1267](https://github.com/googleapis/genai-toolbox/issues/1267))
([2cad82e](2cad82e510))


### Bug Fixes

* Do not print usage on runtime error
([#1315](https://github.com/googleapis/genai-toolbox/issues/1315))
([afba7a5](afba7a57cd))
* Update env var to allow empty string
([#1260](https://github.com/googleapis/genai-toolbox/issues/1260))
([03aa9fa](03aa9fabac))
* **tools/firestore:** Add document/collection path validation
([#1229](https://github.com/googleapis/genai-toolbox/issues/1229))
([14c2249](14c224939a))
* **tools/looker-get-dashboards:** Fix Looker client OAuth check
([#1338](https://github.com/googleapis/genai-toolbox/issues/1338))
([36225aa](36225aa6db))
* **tools/oceanbase:** Fix encoded text with mysql driver
([#1283](https://github.com/googleapis/genai-toolbox/issues/1283))
([d16f89f](d16f89fbb6)),
closes [#1161](https://github.com/googleapis/genai-toolbox/issues/1161)

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-09-05 09:04:59 -07:00
Dr. Strangelove
8755e3db34 feat(tools/looker): Authenticate via end user credentials (#1257) 
Authenticate to Looker with end user credentials

## PR Checklist
---
> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:
- [x] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [x] Make sure to open an issue as a

[bug/issue](https://github.com/googleapis/langchain-google-alloydb-pg-python/issues/new/choose)
before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [x] Ensure the tests and linter pass
- [x] Code coverage does not decrease (if any source code was changed)
- [x] Appropriate docs were updated (if necessary)
- [x] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #1258

---------

Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
 2025-09-03 17:29:25 +00:00
release-please[bot]
1a6dfe8d37 chore(main): release 0.13.0 (#1175) 
🤖 I have created a release *beep* *boop*
---


##
[0.13.0](https://github.com/googleapis/genai-toolbox/compare/v0.12.0...v0.13.0)
(2025-08-27)


### ⚠ BREAKING CHANGES

* **prebuilt/alloydb:** Add bearer token support for
alloydb-wait-for-operation
([#1183](https://github.com/googleapis/genai-toolbox/issues/1183))


### Features

* Add capability to set default for environment variable in config
([#1248](https://github.com/googleapis/genai-toolbox/issues/1248))
([5bcd52e](5bcd52e7dc))
* **firebird:** Add Firebird SQL 2.5+ source and tool
([#1011](https://github.com/googleapis/genai-toolbox/issues/1011))
([4f6b806](4f6b806de9))
* **oceanbase:** Add Oceanbase source and tool
([#895](https://github.com/googleapis/genai-toolbox/issues/895))
([6fc4982](6fc49826d4))
* **server/mcp:** Support `ping` mechanism
([#1178](https://github.com/googleapis/genai-toolbox/issues/1178))
([5dcc66c](5dcc66c84f))
* **server:** Fail-fast on environment variable substitution
([#1177](https://github.com/googleapis/genai-toolbox/issues/1177))
([212aaba](212aaba74c))
* **server:** Implement Tool call auth error propagation
([#1235](https://github.com/googleapis/genai-toolbox/issues/1235))
([b94a021](b94a021ca1))
* **sources/bigquery:** Add support for user-credential passthrough
([#1067](https://github.com/googleapis/genai-toolbox/issues/1067))
([650e2e2](650e2e26f5))
* **tool/looker:** Add support for `description` field in looker tool
([#1199](https://github.com/googleapis/genai-toolbox/issues/1199))
([97f0dd2](97f0dd2acf))
* **tools/bigquery-ask-data-insights:** Add bigquery `ask-data-insights`
tool ([#932](https://github.com/googleapis/genai-toolbox/issues/932))
([7651357](7651357d42))
* **tools/bigquery-forecast:** Add bigqueryforecast tool
([#1148](https://github.com/googleapis/genai-toolbox/issues/1148))
([2ad0ccf](2ad0ccf83d))
* **tools/firestore-add-documents:** Add firestore-add-documents tool
([#1107](https://github.com/googleapis/genai-toolbox/issues/1107))
([ee4a70a](ee4a70a0e8))
* **tools/firestore-update-document:** Add firestore-update-document
tool ([#1191](https://github.com/googleapis/genai-toolbox/issues/1191))
([0010123](00101232a3))
* **tools/looker:** Control over whether hidden objects are surfaced
([#1222](https://github.com/googleapis/genai-toolbox/issues/1222))
([bc91559](bc91559cc4))
* **trino:** Add Trino source and tools
([#948](https://github.com/googleapis/genai-toolbox/issues/948))
([7dd123b](7dd123b3d7))


### Bug Fixes

* **tools/looker:** Lookergetdashboards uses proper Authorized helper
func ([#1255](https://github.com/googleapis/genai-toolbox/issues/1255))
([00866bc](00866bc7fc))
* **tools/mongodb-find-one:** ProjectPayload unmarshaling
([#1167](https://github.com/googleapis/genai-toolbox/issues/1167))
([8ea6a98](8ea6a98bd9))
* **tools/mysql:** Fix encoded text for mysql
([#1161](https://github.com/googleapis/genai-toolbox/issues/1161))
([a37cfa8](a37cfa841d)),
closes [#840](https://github.com/googleapis/genai-toolbox/issues/840)


---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-27 01:07:04 +00:00
Dr. Strangelove
82defaeba8 docs(looker): minor changes to docs (#1188) 
* fixed links to images in `looker_mcp_inspector` by moving it to own
directory.
* added Gemini-CLI section to looker_mcp.md.
* added newer tools to list in looker_mcp.md.

Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-08-19 21:10:51 +00:00
Twisha Bansal
d93ccdd1e3 docs: add AlloyDB AI NL codelab (#1149) 
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-19 22:01:32 +05:30
release-please[bot]
d19cfc1e7e chore(main): release 0.12.0 (#1085) 
🤖 I have created a release *beep* *boop*
---


##
[0.12.0](https://github.com/googleapis/genai-toolbox/compare/v0.11.0...v0.12.0)
(2025-08-14)


### Features

* **prebuiltconfig:** Introduce additional parameter to limit context in
list_tables
([#1151](https://github.com/googleapis/genai-toolbox/issues/1151))
([497d3b1](497d3b126d))
* **prebuiltconfig/alloydb-admin:** Add list cluster, instance and users
([#1126](https://github.com/googleapis/genai-toolbox/issues/1126))
([b42c139](b42c139158))
* **prebuiltconfig/alloydb-postgres:** Add tool to create user via Built
in user type or IAM
([#1130](https://github.com/googleapis/genai-toolbox/issues/1130))
([f5bcb9c](f5bcb9c755))
* **source/http:** Add User Agent to `http` invocations
([#1102](https://github.com/googleapis/genai-toolbox/issues/1102))
([6f55b78](6f55b78e96))
* **sources/postgres:** Add support for `queryParams`
([#1047](https://github.com/googleapis/genai-toolbox/issues/1047))
([7b57251](7b57251402)),
closes [#963](https://github.com/googleapis/genai-toolbox/issues/963)
* **tools/bigquery-execute-sql:** Add dry run support
([#1057](https://github.com/googleapis/genai-toolbox/issues/1057))
([1cac9b5](1cac9b5b37))
* **tools/dataplex-search-aspect-types:** Add support for
`dataplex-search-aspect-types` tool
([#1061](https://github.com/googleapis/genai-toolbox/issues/1061))
([d940187](d940187c85))
* **tools/looker:** Add `looker-make-look` tool to create Looks
([#1099](https://github.com/googleapis/genai-toolbox/issues/1099))
([61d9489](61d9489344))
* **tools/looker:** Add visualizations to `query-url` tool
([#1090](https://github.com/googleapis/genai-toolbox/issues/1090))
([5bf2758](5bf275846a))
* **tools/looker:** New Looker tools for dashboards
([#1118](https://github.com/googleapis/genai-toolbox/issues/1118))
([42be3f5](42be3f550c))
* **ui:** Add login with google button for automatic id token retrieval
([#1044](https://github.com/googleapis/genai-toolbox/issues/1044))
([d91bdfc](d91bdfcbdc))


### Bug Fixes

* Correct the capitalization of `map` manifests
([#1139](https://github.com/googleapis/genai-toolbox/issues/1139))
([0b0457c](0b0457c8e6))
* Remove unnecessary fields from `map` parameter manifests
([#1138](https://github.com/googleapis/genai-toolbox/issues/1138))
([fbe8c1a](fbe8c1a9c0))
* **tools/looker:** Add authorized invocation feature to all Looker
tools ([#1091](https://github.com/googleapis/genai-toolbox/issues/1091))
([3b1cce7](3b1cce72e7))
* Update ui info log to reflect port
([#1125](https://github.com/googleapis/genai-toolbox/issues/1125))
([6d691d5](6d691d582f))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-14 16:41:28 -07:00
Ajaykumar Yadav
c65c11af24 docs: fix typos across docs (#1154) 
got some typos while reading the docs

Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-08-14 21:42:04 +00:00
release-please[bot]
a09f628b52 chore(main): release 0.11.0 (#1071) 
🤖 I have created a release *beep* *boop*
---


##
[0.11.0](https://github.com/googleapis/genai-toolbox/compare/v0.11.0...v0.11.0)
(2025-08-05)


### ⚠ BREAKING CHANGES

* **tools/bigquery-sql:** Ensure invoke always returns a non-null value
([#1020](https://github.com/googleapis/genai-toolbox/issues/1020))
([9af55b6](9af55b651d))
* **tools/bigquery-execute-sql:** Update the return messages
([#1034](https://github.com/googleapis/genai-toolbox/issues/1034))
([051e686](051e686476))

### Features

* Add TiDB source and tool
([#829](https://github.com/googleapis/genai-toolbox/issues/829))
([6eaf36a](6eaf36ac85))
* Interactive web UI for Toolbox
([#1065](https://github.com/googleapis/genai-toolbox/issues/1065))
([8749b03](8749b03003))
* **prebuiltconfigs/cloud-sql-postgres:** Introduce additional parameter
to limit context in list tables
([#1062](https://github.com/googleapis/genai-toolbox/issues/1062))
([c3a58e1](c3a58e1d16))
* **tools/looker-query-url:** Add support for `looker-query-url` tool
([#1015](https://github.com/googleapis/genai-toolbox/issues/1015))
([327ddf0](327ddf0439))
* **tools/dataplex-lookup-entry:** Add support for
`dataplex-lookup-entry` tool
([#1009](https://github.com/googleapis/genai-toolbox/issues/1009))
([5fa1660](5fa1660fc8))

### Bug Fixes

* **tools/bigquery,mssql,mysql,postgres,spanner,tidb:** Add query
logging to execute-sql tools
([#1069](https://github.com/googleapis/genai-toolbox/issues/1069))
([0527532]([0527532bd7))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-05 14:00:26 -07:00
Averi Kitsch
af3d791dea chore: roll back version (#1077) 2025-08-05 16:12:31 +00:00
release-please[bot]
8d0fa6783a chore(main): release 0.11.0 (#1000) 
🤖 I have created a release *beep* *boop*
---


##
[0.11.0](https://github.com/googleapis/genai-toolbox/compare/v0.10.0...v0.11.0)
(2025-08-04)


### ⚠ BREAKING CHANGES

* **tools/bigquery-sql:** Ensure invoke always returns a non-null value
([#1020](https://github.com/googleapis/genai-toolbox/issues/1020))
([9af55b6](9af55b651d))
* **tools/bigquery-execute-sql:** Update the return messages
([#1034](https://github.com/googleapis/genai-toolbox/issues/1034))
([051e686](051e686476))

### Features

* Add DuckDB source and tool
([#879](https://github.com/googleapis/genai-toolbox/pull/879))
([fd14933](fd149337e9))
* Add TiDB source and tool
([#829](https://github.com/googleapis/genai-toolbox/issues/829))
([6eaf36a](6eaf36ac85))
* Interactive web UI for Toolbox
([#1065](https://github.com/googleapis/genai-toolbox/issues/1065))
([8749b03](8749b03003))
* **tools/looker-query-url:** Add support for `looker-query-url` tool
([#1015](https://github.com/googleapis/genai-toolbox/issues/1015))
([327ddf0](327ddf0439))
* **tools/dataplex-lookup-entry:** Add support for
`dataplex-lookup-entry` tool
([#1009](https://github.com/googleapis/genai-toolbox/issues/1009))
([5fa1660](5fa1660fc8))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-08-04 19:11:17 -07:00
Dr. Strangelove
327ddf0439 feat: new tool - looker-query-url (#1015) 2025-07-31 17:45:45 +00:00
Averi Kitsch
a279d32c57 docs: add link checker and fix broken links (#1014) 2025-07-28 14:51:18 -07:00
Matt Cornillon
92845c943a docs(samples): Adding AlloyDB samples (#987) 
Co-authored-by: Matt Cornillon <cornillon@google.com>
Co-authored-by: Averi Kitsch <akitsch@google.com>
 2025-07-25 11:38:19 -07:00
Yuan Teoh
90d4558a8e docs: update docs lint (#995) 2025-07-25 17:26:28 +00:00
release-please[bot]
c45390e6f7 chore(main): release 0.10.0 (#886) 
🤖 I have created a release *beep* *boop*
---


##
[0.10.0](https://github.com/googleapis/genai-toolbox/compare/v0.9.0...v0.10.0)
(2025-07-25)


### Features

* Add `Map` parameters support
([#928](https://github.com/googleapis/genai-toolbox/issues/928))
([4468bc9](4468bc920b))
* Add Dataplex source and tool
([#847](https://github.com/googleapis/genai-toolbox/issues/847))
([30c16a5](30c16a559e))
* Add Looker source and tool
([#923](https://github.com/googleapis/genai-toolbox/issues/923))
([c67e01b](c67e01bcf9))
* Add support for null optional parameter
([#802](https://github.com/googleapis/genai-toolbox/issues/802))
([a817b12](a817b120ca)),
closes [#736](https://github.com/googleapis/genai-toolbox/issues/736)
* **prebuilt/alloydb-admin-config:** Add alloydb control plane as a
prebuilt config
([#937](https://github.com/googleapis/genai-toolbox/issues/937))
([0b28b72](0b28b72aa0))
* **prebuilt/mysql,prebuilt/mssql:** Add generic mysql and mssql
prebuilt tools
([#983](https://github.com/googleapis/genai-toolbox/issues/983))
([c600c30](c600c30374))
* **server/mcp:** Support MCP version 2025-06-18
([#898](https://github.com/googleapis/genai-toolbox/issues/898))
([313d3ca](313d3ca0d0))
* **sources/mssql:** Add support for encrypt connection parameter
([#874](https://github.com/googleapis/genai-toolbox/issues/874))
([14a868f](14a868f2a0))
* **sources/firestore:** Add Firestore as Source
([#786](https://github.com/googleapis/genai-toolbox/issues/786))
([2bb790e](2bb790e4f8))
* **sources/mongodb:** Add MongoDB Source
([#969](https://github.com/googleapis/genai-toolbox/issues/969))
([74dbd61](74dbd6124d))
* **tools/alloydb-wait-for-operation:** Add wait for operation tool with
exponential backoff
([#920](https://github.com/googleapis/genai-toolbox/issues/920))
([3f6ec29](3f6ec2944e))
* **tools/mongodb-aggregate:** Add MongoDB `aggregate` Tools
([#977](https://github.com/googleapis/genai-toolbox/issues/977))
([bd399bb](bd399bb0fb))
* **tools/mongodb-delete:** Add MongoDB `delete` Tools
([#974](https://github.com/googleapis/genai-toolbox/issues/974))
([78e9752](78e9752f62))
* **tools/mongodb-find:** Add MongoDB `find` Tools
([#970](https://github.com/googleapis/genai-toolbox/issues/970))
([a747475](a7474752d8))
* **tools/mongodb-insert:** Add MongoDB `insert` Tools
([#975](https://github.com/googleapis/genai-toolbox/issues/975))
([4c63f0c](4c63f0c1e4))
* **tools/mongodb-update:** Add MongoDB `update` Tools
([#972](https://github.com/googleapis/genai-toolbox/issues/972))
([dfde52c](dfde52ca9a))
* **tools/neo4j-execute-cypher:** Add neo4j-execute-cypher for Neo4j
sources ([#946](https://github.com/googleapis/genai-toolbox/issues/946))
([81d0505](81d05053b2))
* **tools/neo4j-schema:** Add neo4j-schema tool
([#978](https://github.com/googleapis/genai-toolbox/issues/978))
([be7db3d](be7db3dff2))
* **tools/wait:** Create wait for tool
([#885](https://github.com/googleapis/genai-toolbox/issues/885))
([ed5ef4c](ed5ef4caea))


### Bug Fixes

* Fix document preview pipeline for forked PRs
([#950](https://github.com/googleapis/genai-toolbox/issues/950))
([481cc60](481cc608ba))
* **prebuilt/firestore:** Mark database field as required in the
firestore prebuilt tools
([#959](https://github.com/googleapis/genai-toolbox/issues/959))
([15417d4](15417d4e0c))
* **prebuilt/cloud-sql-mssql:** Correct source reference for execute_sql
tool in cloud-sql-mssql.yaml prebuilt config
([#938](https://github.com/googleapis/genai-toolbox/issues/938))
([d16728e](d16728e5c6))
* **prebuilt/cloud-sql-mysql:** Update list_table tool
([#924](https://github.com/googleapis/genai-toolbox/issues/924))
([2083ba5](2083ba5048))
* Replace 'float' with 'number' in McpManifest
([#985](https://github.com/googleapis/genai-toolbox/issues/985))
([59e23e1](59e23e1725))
* **server/api:** Add logger to context in tool invoke handler
([#891](https://github.com/googleapis/genai-toolbox/issues/891))
([8ce311f](8ce311f256))
* **sources/looker:** Add agent tag to Looker API calls.
([#966](https://github.com/googleapis/genai-toolbox/issues/966))
([f55dd6f](f55dd6fcd0))
* **tools/bigquery-execute-sql:** Ensure invoke always returns a
non-null value
([#925](https://github.com/googleapis/genai-toolbox/issues/925))
([9a55b80](9a55b80482))
* **tools/mysqlsql:** Unmarshal json data from database during invoke
([#979](https://github.com/googleapis/genai-toolbox/issues/979))
([ccc3498](ccc3498cf0)),
closes [#840](https://github.com/googleapis/genai-toolbox/issues/840)

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-07-24 17:58:37 -07:00
Dr. Strangelove
c67e01bcf9 feat: Looker MCP Server (#923) 
Add support for Looker with the following prebuilt tools:
* get_models
* get_explores
* get_dimensions
* get_measures
* get_filters
* get_parameters
* query
* query_sql
* get_looks
* run_look

---------

Co-authored-by: duwenxin <duwenxin@google.com>
 2025-07-23 18:12:06 +00:00
Yuan Teoh
000831c15b docs: update transport protocol in mcp instructions (#893) 
Current default transport protocol shown in docs is using `sse`.
Updating to use `Streamable HTTP`.

Fixes #876
 2025-07-16 23:36:59 +00:00
release-please[bot]
2b69700c5e chore(main): release 0.9.0 (#789) 
🤖 I have created a release *beep* *boop*
---


##
[0.9.0](https://github.com/googleapis/genai-toolbox/compare/v0.8.0...v0.9.0)
(2025-07-11)


### Features

* Dynamic reloading for toolbox config
([#800](https://github.com/googleapis/genai-toolbox/issues/800))
([4c240ac](4c240ac3c9))
* **sources/mysql:** Add queryTimeout support to MySQL source
([#830](https://github.com/googleapis/genai-toolbox/issues/830))
([391cb5b](391cb5bfe8))
* **tools/bigquery:** Add optional projectID parameter to bigquery tools
([#799](https://github.com/googleapis/genai-toolbox/issues/799))
([c6ab74c](c6ab74c5da))


### Bug Fixes

* Cleanup unassigned err log
([#857](https://github.com/googleapis/genai-toolbox/issues/857))
([c081ace](c081ace46b))
* Fix docs preview deployment pipeline
([#787](https://github.com/googleapis/genai-toolbox/issues/787))
([0a93b04](0a93b0482c))
* **tools:** Nil parameter error when arrays are used
([#801](https://github.com/googleapis/genai-toolbox/issues/801))
([2bdcc08](2bdcc0841a))
* Trigger reload on additional fsnotify operations
([#854](https://github.com/googleapis/genai-toolbox/issues/854))
([aa8dbec](aa8dbec970))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
 2025-07-10 17:46:05 -07:00
AlexTalreja
4c240ac3c9 feat: dynamic reloading for toolbox config (#800) 
Allow Toolbox server to automatically update when users modify their
tool configuration file(s), instead of requiring a restart.

This feature is automatically enabled, but can be turned off with the
flag `--disable-reload`.
 2025-07-08 17:28:12 -07:00
release-please[bot]
f13e9635ba chore(main): release 0.8.0 (#689) 
🤖 I have created a release *beep* *boop*
---


##
[0.8.0](https://github.com/googleapis/genai-toolbox/compare/v0.7.0...v0.8.0)
(2025-07-02)


### ⚠ BREAKING CHANGES

* **postgres,mssql,cloudsqlmssql:** encode source connection url for
sources ([#727](https://github.com/googleapis/genai-toolbox/issues/727))

### Features

* Add support for multiple YAML configuration files
([#760](https://github.com/googleapis/genai-toolbox/issues/760))
([40679d7](40679d700e))
* Add support for optional parameters
([#617](https://github.com/googleapis/genai-toolbox/issues/617))
([4827771](4827771b78)),
closes [#475](https://github.com/googleapis/genai-toolbox/issues/475)
* **mcp:** Support MCP version 2025-03-26
([#755](https://github.com/googleapis/genai-toolbox/issues/755))
([474df57](474df57d62))
* **sources/http:** Support disable SSL verification for HTTP Source
([#674](https://github.com/googleapis/genai-toolbox/issues/674))
([4055b0c](4055b0c356))
* **tools/bigquery:** Add templateParameters field for bigquery
([#699](https://github.com/googleapis/genai-toolbox/issues/699))
([f5f771b](f5f771b0f3))
* **tools/bigtable:** Add templateParameters field for bigtable
([#692](https://github.com/googleapis/genai-toolbox/issues/692))
([1c06771](1c067715fa))
* **tools/couchbase:** Add templateParameters field for couchbase
([#723](https://github.com/googleapis/genai-toolbox/issues/723))
([9197186](9197186b8b))
* **tools/http:** Add support for HTTP Tool pathParams
([#726](https://github.com/googleapis/genai-toolbox/issues/726))
([fd300dc](fd300dc606))
* **tools/redis:** Add Redis Source and Tool
([#519](https://github.com/googleapis/genai-toolbox/issues/519))
([f0aef29](f0aef29b0c))
* **tools/spanner:** Add templateParameters field for spanner
([#691](https://github.com/googleapis/genai-toolbox/issues/691))
([075dfa4](075dfa47e1))
* **tools/sqlitesql:** Add templateParameters field for sqlitesql
([#687](https://github.com/googleapis/genai-toolbox/issues/687))
([75e254c](75e254c0a4))
* **tools/valkey:** Add Valkey Source and Tool
([#532](https://github.com/googleapis/genai-toolbox/issues/532))
([054ec19](054ec198b9))


### Bug Fixes

* **bigquery,mssql:** Fix panic on tools with array param
([#722](https://github.com/googleapis/genai-toolbox/issues/722))
([7a6644c](7a6644cf0c))
* **postgres,mssql,cloudsqlmssql:** Encode source connection url for
sources ([#727](https://github.com/googleapis/genai-toolbox/issues/727))
([67964d9](67964d939f)),
closes [#717](https://github.com/googleapis/genai-toolbox/issues/717)
* Set default value to field's type during unmarshalling
([#774](https://github.com/googleapis/genai-toolbox/issues/774))
([fafed24](fafed24858)),
closes [#771](https://github.com/googleapis/genai-toolbox/issues/771)
* **server/mcp:** Do not listen from port for stdio
([#719](https://github.com/googleapis/genai-toolbox/issues/719))
([d51dbc7](d51dbc759b)),
closes [#711](https://github.com/googleapis/genai-toolbox/issues/711)
* **tools/mysqlexecutesql:** Handle nil panic and connection leak in
Invoke ([#757](https://github.com/googleapis/genai-toolbox/issues/757))
([7badba4](7badba42ee))
* **tools/mysqlsql:** Handle nil panic and connection leak in invoke
([#758](https://github.com/googleapis/genai-toolbox/issues/758))
([cbb4a33](cbb4a33351))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan <45984206+Yuan325@users.noreply.github.com>
 2025-07-02 09:30:33 -06:00
Yuan
c7fe3c7f38 docs: fix linting in docs (#749) 
Fix long lines and table column width lints in docs.
 2025-06-25 17:03:42 +00:00
Anubhav Dhawan
927ef3c508 docs: Add toolbox-core examples to quickstart guide (#642) 
## Description
This PR enhances our documentation by integrating `toolbox-core` code
snippets into the quickstart examples on the docsite.

## Context
Previously, our client-facing documentation primarily showcased agent
implementations using third-party frameworks like LangChain, LlamaIndex,
and ADK. This created a documentation gap, as there were no baseline
examples demonstrating how to use our foundational `toolbox-core` SDK
directly. Users who wanted to build a custom integration without a
specific framework had no direct reference in the guides.

## Changes
This PR introduces a new "Core" tab to all relevant code examples within
the auth services and local quickstart (with BigQuery) documentations.

---------

Co-authored-by: Yuan <45984206+Yuan325@users.noreply.github.com>
 2025-06-10 18:30:39 +05:30
release-please[bot]
714d990c34 chore(main): release 0.7.0 (#640) 
🤖 I have created a release *beep* *boop*
---


##
[0.7.0](https://github.com/googleapis/genai-toolbox/compare/v0.6.0...v0.7.0)
(2025-06-10)


### Features

* Add templateParameters field for mssqlsql
([#671](https://github.com/googleapis/genai-toolbox/issues/671))
([b81fc6a](b81fc6aa6c))
* Add templateParameters field for mysqlsql
([#663](https://github.com/googleapis/genai-toolbox/issues/663))
([0a08d2c](0a08d2c15d))
* **metrics:** Add user agent for prebuilt tools
([#669](https://github.com/googleapis/genai-toolbox/issues/669))
([29aa0a7](29aa0a70da))
* **tools/postgressql:** Add templateParameters field
([#615](https://github.com/googleapis/genai-toolbox/issues/615))
([b763469](b76346993f))


### Bug Fixes

* Improve versionString
([#658](https://github.com/googleapis/genai-toolbox/issues/658))
([cf96f4c](cf96f4c249))
* **server/stdio:** Notifications should not return a response
([#638](https://github.com/googleapis/genai-toolbox/issues/638))
([69d047a](69d047af46))
* **tools/mysqlsql:** Handled the null value for string case in mysqlsql
tools ([#641](https://github.com/googleapis/genai-toolbox/issues/641))
([ef94648](ef94648455))
* Update path library
([#678](https://github.com/googleapis/genai-toolbox/issues/678))
([4998f82](4998f82852)),
closes [#662](https://github.com/googleapis/genai-toolbox/issues/662)

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
 2025-06-09 17:15:26 -07:00
Yuan
1830702fd8 docs: update llms.txt (#652) 2025-06-04 11:45:51 -07:00
Anubhav Dhawan
f5de1af5bd docs: Simplify repetitive auth login command in bigquery quickstart (#643) 
Co-authored-by: Yuan <45984206+Yuan325@users.noreply.github.com>
 2025-06-04 10:12:52 -07:00
Twisha Bansal
4700dd363c docs: update to latest stable gemini models (#633) 
Update to the latest Stable gemini models. See the [latest stable models
list](https://cloud.google.com/vertex-ai/generative-ai/docs/learn/model-versions#latest-stable).

Closes https://github.com/googleapis/genai-toolbox/issues/518
 2025-06-02 10:40:52 +05:30
Yuan
25afd63496 chore: fix release please version update (#622) 2025-05-28 15:33:50 -07:00
release-please[bot]
3180830403 chore(main): release 0.6.0 (#545) 
🤖 I have created a release *beep* *boop*
---


##
[0.6.0](https://github.com/googleapis/genai-toolbox/compare/v0.5.0...v0.6.0)
(2025-05-28)


### Features

* Add Execute sql tool for SQL Server(MSSQL)
([#585](https://github.com/googleapis/genai-toolbox/issues/585))
([6083a22](6083a224aa))
* Add mysql-execute-sql tool
([#577](https://github.com/googleapis/genai-toolbox/issues/577))
([8590061](8590061ae4))
* Add new BigQuery tools: execute_sql, list_datatset_ids,
list_table_ids, get_dataset_info, get_table_info
([0fd88b5](0fd88b574b))
* Add spanner-execute-sql tool
([#576](https://github.com/googleapis/genai-toolbox/issues/576))
([d65747a](d65747a2dc))
* Add support for read-only in Spanner tool
([#563](https://github.com/googleapis/genai-toolbox/issues/563))
([6512704](6512704e77))
* Adding support for the --prebuilt flag
([#604](https://github.com/googleapis/genai-toolbox/issues/604))
([a29c800](a29c80012e))
* Support MCP stdio transport protocol
([#607](https://github.com/googleapis/genai-toolbox/issues/607))
([1702ce1](1702ce1e00))


### Bug Fixes

* Explicitly set query location for BigQuery queries
([#586](https://github.com/googleapis/genai-toolbox/issues/586))
([eb52b66](eb52b66d82))
* Fix spellings in comments
([#561](https://github.com/googleapis/genai-toolbox/issues/561))
([b58bf76](b58bf76dda))
* Prevent tool calls through MCP when auth is required
([#544](https://github.com/googleapis/genai-toolbox/issues/544))
([e747b6e](e747b6e289))
* Reinitialize required slice if nil
([#571](https://github.com/googleapis/genai-toolbox/issues/571))
([04dcf47](04dcf47912)),
closes [#564](https://github.com/googleapis/genai-toolbox/issues/564)

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
 2025-05-28 15:08:44 -07:00
Anubhav Dhawan
22edbea579 docs: Update docs to guide with proper lifecycle management (#606) 
Fixes
[#208](https://github.com/googleapis/mcp-toolbox-sdk-python/issues/208)
 2025-05-26 20:12:53 +05:30
Huan Chen
8df757b280 docs: add note for bigquery parameter replacement introduction. (#589) 
For issue https://github.com/googleapis/genai-toolbox/issues/566

---------

Co-authored-by: Yuan <45984206+Yuan325@users.noreply.github.com>
Co-authored-by: Kurtis Van Gent <31518063+kurtisvg@users.noreply.github.com>
 2025-05-23 17:54:05 +00:00
Jack Wotherspoon
0c07e15c2c docs: update ADK samples to use toolbox-core (#584) 
`ToolboxTool` has been removed from `google-adk` package in
11ca528090

Instead `toolbox-core` should be used directly to remove the need for a
dependency on `toolbox-langchain` and `langchain`.

The new recommendation is to install `toolbox-core`.

```shell
pip install toolbox-core
```

And then load toolbox tools directly and pass it to the ADK agent.

```python
from google.adk.agents import Agent
# NEW IMPORT
from toolbox_core import ToolboxSyncClient

# Full control over MCP Toolbox
toolbox_client = ToolboxSyncClient("http://127.0.0.1:5000")
toolbox_tools = toolbox_client.load_toolset("my-toolset")

root_agent = Agent(
    model="gemini-2.0-flash",
    name="root_agent",
    instruction=agent_instruction,
    # Add Toolbox tools to ADK agent
    tools=toolbox_tools,
)
```
 2025-05-20 17:44:50 +00:00
Twisha Bansal
8834a36445 chore: auto update toolbox version in colab quickstarts (#534) 2025-05-07 10:50:49 +05:30
release-please[bot]
9a5d76e2dc chore(main): release 0.5.0 (#484) 
🤖 I have created a release *beep* *boop*
---


##
[0.5.0](https://github.com/googleapis/genai-toolbox/compare/v0.4.0...v0.5.0)
(2025-05-06)


### Features

* Add Couchbase as Source and Tool
([#307](https://github.com/googleapis/genai-toolbox/issues/307))
([d7390b0](d7390b06b7))
* Add postgres-execute-sql tool
([#490](https://github.com/googleapis/genai-toolbox/issues/490))
([11ea7bc](11ea7bc584))


### Bug Fixes

* **deps:** Update module cloud.google.com/go/cloudsqlconn to v1.17.0
([#500](https://github.com/googleapis/genai-toolbox/issues/500))
([ad040cf](ad040cfb8b))
* **deps:** Update module cloud.google.com/go/spanner to v1.80.0
([#481](https://github.com/googleapis/genai-toolbox/issues/481))
([1e1348f](1e1348f5f0))
* **deps:** Update module google.golang.org/api to v0.231.0
([#505](https://github.com/googleapis/genai-toolbox/issues/505))
([50ec7f4](50ec7f4a06))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan <45984206+Yuan325@users.noreply.github.com>
Co-authored-by: Yuan Teoh <yuanteoh@google.com>
 2025-05-06 16:32:01 -06:00
Yuan
a087280fe2 docs: fix indentation for release please (#540) 2025-05-06 16:08:02 -06:00
Twisha Bansal
1d096de82f docs: use env-based project in LlamaIndex Quickstart (#531) 
The `GoogleGenAI` llm directly takes in the `Project ID` [set
up](https://googleapis.github.io/genai-toolbox/samples/bigquery/local_quickstart/#before-you-begin)
in the quickstart.

Partially fixes https://github.com/googleapis/genai-toolbox/issues/518
 2025-05-06 22:09:57 +05:30
Jack Wotherspoon
c7189e9fcf docs: use --tools-file over deprecated --tools_file (#524) 
Updating docs to use the `--tools-file` flag over the now deprecated
`--tools_file`.

The new flag was added as of `v0.3.0` in #384 

This change reduces confusion as current usage in docs results in
following message on startup of Toolbox server:

```sh
Flag --tools_file has been deprecated, please use --tools-file instead
```

Fixes #514

---------

Co-authored-by: Yuan <45984206+Yuan325@users.noreply.github.com>
 2025-05-05 16:16:40 +00:00
Huan Chen
b2176c0e2f docs: update bigquery samples (#512) 
1. Updated ADK dependencies.
2. Fixed sample code for Toolbox + ADK usage.
3. Updated the BigQuery MCP quickstart file to properly show the images.
 2025-05-01 10:10:24 -07:00
Huan Chen
570d7caf4d docs: update title for bigquery docs (#503) 2025-04-29 15:08:57 -04:00
Huan Chen
9ba6235106 docs: Create samples folder and add BigQuery MCP guide (#496) 
1. Create `samples` folder
2. Moved BQ samples into `samples`
3. Add BigQuery MCP guide

---------

Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>
 2025-04-28 18:16:57 -04:00